Thinking Machines Lab launched Inkling 2 Small, a 594 billion total parameter Mixture-of-Experts model with 17 billion active parameters, offering open weights…
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Cognition (the company behind Devin) announced SWE-2 Flash on November 4, 2026. It is pitched as a cheaper, faster sibling to SWE-2: about 3x the speed at one-fifth the price, aimed at routine agent work like automations, code review, feature development, and documentation updates, rather than uniform benchmark leadership. It is free to use through November 30, 2026, and available in Devin Desktop and CLI. Some details worth noting: - 276B total parameters, 12B active, adapted from Thinking Machines Lab's Inkling-Small, whose full weights were released on July 30, 2026. - Cognition reports big gains over Inkling-Small but mixed results against the larger SWE-2, framing Flash as a cost-and-speed alternative, not a replacement. - The weights are not public yet. Cognition is building a secure
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